I gave this site's documentation to a rival AI and told it to find what's wrong.
One day later: ten verified issues, nine pull requests, and a set of permanent drift guards, with a human signing off on each.
The fixes were the easy part. The lasting value was building guards so the same drift can't sneak back in later. An adversarial review is cheap. A review loop that stays closed is the actual product.
https://www.jakelawrence.xyz/blog/the-review-loop
Jake Lawrence
npub1fe…kmjwu
2026-07-06 01:15:42 GMT
Author Public Key
npub1feykys5dkv2szz7lan5m43kjr3lde0zhuacw6nc4kn23gvwqmvds5kmjwuPublished at
2026-07-06 01:15:42 GMTEvent JSON
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"content": "I gave this site's documentation to a rival AI and told it to find what's wrong.\n\nOne day later: ten verified issues, nine pull requests, and a set of permanent drift guards, with a human signing off on each.\n\nThe fixes were the easy part. The lasting value was building guards so the same drift can't sneak back in later. An adversarial review is cheap. A review loop that stays closed is the actual product.\n\nhttps://www.jakelawrence.xyz/blog/the-review-loop",
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